Beyond 8: What Happens When a School's Values Are Clear Enough That Every Technology Question Has an Obvious Answer?
Written by: Anju Shivaram, AI Project Manager, Middle States Association | Published July 2, 2026
At Beyond 8, education doesn’t end at graduation. These photos from Katha Sangam, the annual New Year gathering of alumni and current learners, capture what it looks like when school feels enough like home that students keep choosing to return. Stories are shared, pathways intersect, and the community reminds itself that education is not a transaction, but a relationship that continues to grow.
Photo credit: Sukanya, Imagin8er, Beyond 8.
"AI must help us see sooner, not make us judge faster."
— Naveen Mahesh, Co-Founder, Beyond 8
Beyond 8 is a school built on a simple conviction: every student deserves an education designed around who they are. Students choose their own subjects, work with an individual mentor, and design their own path through school. That philosophy took a decade to build and was already in place when AI arrived.
A School That Already Knew
When ChatGPT launched in late 2022, many schools worried about plagiarism. Not Beyond 8. "Every learner is known, every learner is visible," said Raaji Naveen, Co-Founder. "Facilitators didn't need a TurnItIn tool to check if a learner is responding in their own voice."
That confidence came from earlier work. In 2013, Naveen and Raaji were manually tagging every assessment question using Bloom's Taxonomy and working with the Chennai Mathematical Institute to study why specific learners missed specific problems. By the time generative AI arrived, they already had a clear answer to the question underneath every AI decision: what is this for, and who does it serve?
Infrastructure That Proves the Philosophy
That answer is clearest in how Beyond 8 built its scheduler.
Every learner may study a different subject combination, such as psychology with business or sociology with physics. Matching facilitators, rooms, and timetables for dozens of unique combinations every six weeks was an enormous manual burden. AI solved it. "The scheduler is the infrastructure for learner voice and choice," Naveen said. "It helps us manage that complexity without forcing learners back into fixed boxes."
This is what the Pace layer model, the framework at the heart of the RAIL Endorsement, looks like when it works. Clarity at the culture and identity layer ripples outward: it shapes which programs you build, which tools you choose, and which governance questions you ask. Beyond 8 didn't ask "what can AI do?" They asked "what does this learner need?" and built the tools to meet that need.
When AI Got It Wrong
Beyond 8 uses an answer script tool to help facilitators prepare more targeted lessons. Before each session, a facilitator uploads a student's exam script alongside the Cambridge marking scheme (the standardized external assessments most Beyond 8 students sit). They also include the student's dream mapping profile, a record from a structured conversation held with every student and their family before any academic pathway is designed. That conversation captures how the learner thinks, what motivates them, and how they receive feedback best. The tool then generates a personalized intervention plan.
It worked for a while, until a facilitator stopped and said it didn't feel right. The AI was making a sharp judgment about a child: confident, specific, and in her view, wrong. Raaji knew exactly what she meant. "AI can sound very confident," she said. "It can make a pattern look like a truth. And in a school, that is very dangerous if adults are not careful. A child is still becoming a learner. Struggle in one moment cannot become their identity."
The response was instinctive and entirely Beyond 8: when two facilitators disagreed on a plan, they gave it to the student. "We said: what do you think will work for you?" Raaji recalled. "Then they will have more agency. They will own the plan." When the tool was in question, they returned to the learner, not the data.
This experience brought their governance questions into sharp focus. What information about a learner should never be uploaded? What interpretations is AI making, and are they even correct? "We did move a little quickly," Raaji said. "We cannot go ahead of people and their emotions just because we are excited about AI."
What This Means for Your School
Beyond 8 joined RAIL not to find a direction, but to formalize one they already had. "RAIL gave us the structure and the external seriousness," Naveen said, "for a direction we had already chosen: human led, learner centered, ethically examined AI use."
Use their story as a mirror. Hold it up to your own school and ask: do we have that same clarity? If yes, AI decisions will follow naturally. If not, that's the gap to close and where RAIL begins.
The RAIL Endorsement in Literacy, Safety & Ethics gives school leaders the framework to think about AI at the systems level, starting with what your school already believes. Learn more here.
Beyond 8 has enabled over 250 learners across Chennai and Bengaluru, India to design high school journeys around who they are becoming. They have mapped over 250 learner dreams and supported more than 100 learners to progress to universities in India and abroad. The school completed the RAIL Endorsement in AI Literacy, Safety & Ethics in 2024.
